Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model.

MOTIVATION:Protein contacts contain key information for the understanding of protein structure and function and thus, contact prediction from sequence is an important problem. Recently exciting progress has been made on this problem, but the predicted contacts for proteins without many sequence homo...

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Bibliographic Details
Main Authors: Sheng Wang, Siqi Sun, Zhen Li, Renyu Zhang, Jinbo Xu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5249242?pdf=render